| The psychology experiment building language (PEBL) and PEBL test battery ST Mueller, BJ Piper Journal of neuroscience methods 222, 250-259, 2014 | 1252 | 2014 |
| Metrics for explainable AI: Challenges and prospects RR Hoffman, ST Mueller, G Klein, J Litman arXiv preprint arXiv:1812.04608, 2018 | 936 | 2018 |
| Explanation in human-AI systems: A literature meta-review, synopsis of key ideas and publications, and bibliography for explainable AI ST Mueller, RR Hoffman, W Clancey, A Emrey, G Klein arXiv preprint arXiv:1902.01876, 2019 | 395 | 2019 |
| A note on ROC analysis and non-parametric estimate of sensitivity J Zhang, ST Mueller Psychometrika 70, 203-212, 2005 | 285 | 2005 |
| Theoretical implications of articulatory duration, phonological similarity, and phonological complexity in verbal working memory. ST Mueller, TL Seymour, DE Kieras, DE Meyer Journal of Experimental Psychology: Learning, Memory, and Cognition 29 (6), 1353, 2003 | 204 | 2003 |
| Decision noise: An explanation for observed violations of signal detection theory ST Mueller, CT Weidemann Psychonomic bulletin & review 15, 465-494, 2008 | 199 | 2008 |
| Insights into working memory from the perspective of the EPIC architecture for modeling skilled perceptual-motor and cognitive human performance TL Kieras, D. E. Meyer, D. E., Mueller, S. T. Seymour Models of working memory, 1999 | 188 | 1999 |
| Executive function on the psychology experiment building language tests BJ Piper, V Li, MA Eiwaz, YV Kobel, TS Benice, AM Chu, RHJ Olsen, ... Behavior research methods 44, 110-123, 2012 | 185 | 2012 |
| The Psychology Experiment Building Language, Version 0.13 ST Mueller Computer software. Available at: http://pebl. sourceforge. net, 2012 | 144* | 2012 |
| Interference suppression vs. response inhibition: An explanation for the absence of a bilingual advantage in preschoolers’ Stroop task performance AG Esposito, L Baker-Ward, ST Mueller Cognitive development 28 (4), 354-363, 2013 | 132 | 2013 |
| Explaining Explanation For “Explainable AI” RR Hoffman, G Klein, ST Mueller Proceedings of the Human Factors and Ergonomics Society Annual Meeting 62 (1 …, 2018 | 118 | 2018 |
| Reliability and validity of neurobehavioral function on the Psychology Experimental Building Language test battery in young adults BJ Piper, ST Mueller, AR Geerken, KL Dixon, G Kroliczak, RHJ Olsen, ... PeerJ 3, e1460, 2015 | 98 | 2015 |
| Evaluation of a short-form of the Berg Card Sorting Test CJ Fox, ST Mueller, HM Gray, J Raber, BJ Piper PloS one 8 (5), e63885, 2013 | 91 | 2013 |
| Alphabetic letter identification: Effects of perceivability, similarity, and bias ST Mueller, CT Weidemann Acta psychologica 139 (1), 19-37, 2012 | 87 | 2012 |
| Principles of explanation in human-AI systems ST Mueller, ES Veinott, RR Hoffman, G Klein, L Alam, T Mamun, ... arXiv preprint arXiv:2102.04972, 2021 | 85 | 2021 |
| PEBL: The psychology experiment building language (Version 0.10)[Computer experiment programming language] ST Mueller Retrieved Nov, 2012 | 85 | 2012 |
| Executive-process interactive control: A unified computational theory for answering 20 questions (and more) about cognitive ageing DE Meyer, JM Glass, ST Mueller, TL Seymour, DE Kieras European Journal of Cognitive Psychology 13 (1-2), 123-164, 2001 | 83 | 2001 |
| Explaining explanation, part 2: Empirical foundations RR Hoffman, ST Mueller, G Klein IEEE Intelligent Systems 32 (4), 78-86, 2017 | 73 | 2017 |
| Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance RR Hoffman, ST Mueller, G Klein, J Litman Frontiers in Computer Science 5, 1096257, 2023 | 70 | 2023 |
| Explaining explanation, part 4: a deep dive on deep nets R Hoffman, T Miller, ST Mueller, G Klein, WJ Clancey IEEE Intelligent Systems 33 (3), 87-95, 2018 | 68 | 2018 |
Brian J PiperAssociate Professor of Neuroscience, Geisinger Commonwealth School of MedicineVerified email at som.geisinger.edu
